## Introduction to the Theory of Neural ComputationComprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest. |

### What people are saying - Write a review

#### Review: Introduction To The Theory Of Neural Computation

User Review - DJ - Goodreadsold but good text on physics and NN recommended by Arbib Read full review

### Contents

ONE Introduction | 1 |

TWO The Hopfield Model | 11 |

THREE Extensions of the Hopfield Model | 43 |

FOUR Optimization Problems | 71 |

SIX MultiLayer Networks | 115 |

SEVEN Recurrent Networks | 163 |

EIGHT Unsupervised Hebbian Learning | 197 |

NINE Unsupervised Competitive Learning | 217 |

TEN Formal Statistical Mechanics of Neural Networks | 251 |

APPENDIX Statistical Mechanics | 275 |

281 | |

307 | |

321 | |

### Other editions - View all

### Common terms and phrases

### References to this book

### References from web pages

ocred document

Introduction to the Theory of Neural Computation—John Hertz,. Anders Krogh, and Richard Palmer (Reading, MA: Addison-Wesley,. 1991, 327 pp., $29.95) ...

ieeexplore.ieee.org/ iel1/ 18/ 10301/ 00481812.pdf?arnumber=481812

Marktplaats.nl > Introduction to the theory of neural computation **...**

Introduction to the Theory of Neural Computation is a comprehensive introduction to the neural network models currently under intensive study for ...

boeken.marktplaats.nl/ studieboeken-en-cursussen/ 154860334-introduction-to-the-theory-of-neural-computation-hertz-ea.html

Introduction to the Theory of Neural Computation - Bibliography **...**

@book{ hertz91introduction, author = "ja Hertz and A. Krogh and rg Palmer", title = "Introduction to the Theory of Neural Computation", ...

citeseer.ist.psu.edu/ hertz91introduction.html

An Exercises Supplement to the Introduction To The Theory Of **...**

An Exercises Supplement. to the. Introduction To The Theory Of Neural. Computation. J. Hertz, A. Krogh, and rg Palmer. Arun Jagota ...

www.phy.duke.edu/ ~palmer/ HKP/ exercises.pdf

Introduction to the theory of neural computation

Introduction to the theory of neural computation. Purchase this Book. Source, Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA. Pages: 327 ...

portal.acm.org/ citation.cfm?id=104000&

Scientific Commons: Introduction to the theory of neural **...**

Introduction to the theory of neural computation / John Hertz, Anders Krogh, Richard G. Palmer (1991). Hertz, John,; Palmer, Richard G,; Krogh, Anders. S ...

de.scientificcommons.org/ 9253130

Neural Network books for beginners

Introduction to the theory of neural computation . Addison Wesley Publishing Company. Good complement to the class and the script. ...

www.ifi.unizh.ch/ ailab/ teaching/ NN2006/ nnbooks.html

Unsupervised learning of distributions

1: HERTZ J., KROGH A. AND PALMER rg, Introduction to the Theory of Neural Computation (Addison-Wesley, Reading, Mass.) 1991. 2: WATKIN tlh AND NADAL J.-P., ...

www.iop.org/ EJ/ article/ 0295-5075/ 40/ 3/ 251/ node1.html

Trends in Cognitive Sciences : An Introduction to Natural **...**

Hertz, ja, Krogh, as and Palmer, rg (1991) Introduction to the Theory of Neural Computation, Addison–Wesley. 2. Sutton, rs and Barto, ...

linkinghub.elsevier.com/ retrieve/ pii/ S1364661398011826

MIT opencourseware | Brain and Cognitive Sciences | 9.520-A **...**

Introduction to the Theory of Neural Computation. Addison Wesley, 1991. A good book on Neural Networks viewed from the physicist perspective. ...

ocw.mit.edu/ OcwWeb/ Brain-and-Cognitive-Sciences/ 9-520-ANetworks-for-Learning--Regression-and-ClassificationSpring200...